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Analyzing Product Reviews by Consumers using Natural Language Processing Techniques (자연어 처리 기법을 이용한 상품평 분석에 관한 연구)

  • Jeon, So-Eun;Lee, Young-Gu;Park, Kyeong-Cheol;Paik, Woo-Jin
    • 한국HCI학회:학술대회논문집
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    • 2009.02a
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    • pp.660-663
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    • 2009
  • Consumers express how they evaluate what they purchased by writing reviews especially when they purchased products online. By analyzing the reviews about a product, it will be possible to find out what the consumers liked and disliked about the product. It will be also possible to identify the general consensus on what matters in purchaing certain product type such as a laptop if many reviews about many instances of a particular product type is analyzed. However, it takes a lot of time to manually analyzing the reviews. Thus, we propose to use two natural language processing oriented computational techniques to analyze a large number of reviews. The techniques are text classification and information extraction. We developed an review analysis system and conducted experiments against the reviews about the laptop computers posted on the Naver information portal.

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A Variable pulsed Nd:YAG laser system adopted ZCC method (영전압 제어 방법을 적용한 가변 펄스형 Nd:YAG 레이저시스템)

  • Doo-Youl Park;Whi-Young Kim
    • Journal of the Korea Computer Industry Society
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    • v.2 no.3
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    • pp.357-362
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    • 2001
  • For general laser power supply to control the laser power density, the secondary of the power transformer is connected to the rectifier and filter capacitor. The output of a rectifier is applied to a switching element in the secondary of the transformer. So power supply is complicated and the loss of switching is considerably. In addition, according to increasing pulse repetition rate, charged energy of energy-storage capacitor bank is not transferred sufficiently to flashlamp, and laser output efficiency decreases. In this study, we have proposed the power supply in which the SCR was turned on at the zero point of input AC voltage by the method of zero cross control(ZCC). As a result of that, The new power supply employed ZCC are simple and compact in design. And laser output efficiency increased by the 3.5$\%$ other than conventional power supply (SCADC), when a repetition rate was increased by the 10pps. In 60pps, efficiency was increased by about 20$\%$.

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A Study on Individual Characteristics and Daily Activity of Housewives in Kwangju City (광주시 주부의 개인 속성과 일상행동에 관한 연구)

  • 김송미
    • Journal of the Korean Geographical Society
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    • v.32 no.2
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    • pp.217-228
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    • 1997
  • A Study on individual Characteristics and Daily Activities of Housewives in the City of Kwangju. This study examines housewives' daily activities, focusing upon individual characteristics. The data used in this study are based on the fuestionaire survey, asking of personal trip for the weekdays and the weekend. Daily activities are classified into 7 categories and individual characteristics are revealed by age, occupation, a degree of education, number of family, and the residential environment. The results of this study are as follows: 1) The relations between daily activities and individual characteristics are influenced by housewife's occupation. Daily activities of housewives who have jobs are different from those who do not have jobs for a weekday as well as for a weekend. 2) Housewives' daily activities show very busy and vigorous on Saturday. 3) Housewives who are employed are willing to make mutipurpose trips on Saturday. 4) For a weekday, housewives' daily activities are inclined to make one cycle trip in a day, and the more trip cycles are, the more multipurpose trips are made. 5) The relationships between daily activities and individual characteristics show the pattern of WH, WLH, LHLH as it can be grouped.

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Epidemiology of Soybean Mosaic Virus Diseases (콩모자이크바이러스병의 역학적 연구)

  • Cho Eui-Kyoo;Choi S.H.;Hwang C.Y.
    • Korean journal of applied entomology
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    • v.23 no.4 s.61
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    • pp.197-202
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    • 1984
  • Two soybean cultivars Hanan and Kwanggyo were used to monitor SMV spread in the field. The Haman producing mosaic symptoms by infection with SMV strain G7 was planted in $2.2m^2$ at the coater of $320.7m^2$ field and Kwanggyo producing necrosis by infection with SMV-G7 was planted around the Haman one day after inoculation of Heman with SMV-G7. The most severe incidence of the necrotic disease in soybean cultivar Kwanggyo occurred on 43 days after planting(July 13) whereas aphid population reached peak around 22 days after planting(June 22). Total incidence of the necrotic disease was $20.4\%$, in the whole field and $56\%$, in eight $mall plots around the spreader of SMV. The spread of S MV outward from the spreader source was greater downwind than it was upwind. Spread also showed a signigicant gradieut pattern leeward from the infection focus.

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Analyzing Mortality Rate and Social Costs of Climate Vulnerable Groups caused by Heat Waves in Korea (폭염 발생에 따른 취약계층의 사망률 변화와 사회적 비용 추정: 7대 광역시의 65세 이상 고령층을 중심으로)

  • Shin, Dong-Hee;Lee, Na-Young;Cho, Yongsung
    • Journal of Environmental Policy
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    • v.14 no.1
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    • pp.3-32
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    • 2015
  • The critical temperature and the rate of increase in excess death caused by heat waves in the age group of 65 years and older are derived. The value of statistical life method was used to quantify economic damages, and the willingness to pay after 71 years of age for 10 years was measured based on the dichotomous choice contingent valuation method survey. The result shows about KRW 481,110,000 is required annually to reduce the possibility of death by climate change to 1/1000.

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A Study on the Improvement of the Condensation Heat Transfer Performance of the Helical Grooved and Plain Thermosyphons (나선 그루브와 평관형 열사이폰의 응축열전달 성능 향상에 관한 연구)

  • Han, K.I.;Park, J.U.;Cho, D.H.
    • Journal of Power System Engineering
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    • v.10 no.2
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    • pp.47-53
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    • 2006
  • This study concerns the performance of condensation heat transfer in plain and grooved thermosyphons. Distilled water, methanol, ethanol have been used as the working fluids. In the present work, a copper tube of the length of 1200mm and 14.28mm of inside diameter is used as the container of the thermosyphon. Each of the evaporator and the condenser section has a length of 550mm, while the remaining part of the thermosyphon tube is adiabatic section. A study was carried out with the characteristics of heat transfer of the thermosyphon 50, 60, 70, 80, 90 helical grooves in which boiling and condensation occur. The liquid filling as the ratio of working fluid volume to total volume of thermosyphon, the kinds of working fluid, the inclination angle, grooves and operating temperature have been used as the experimental parameters. The experimental results show that the number of grooves, the amount of the working fluid, the kind of working fluid, angle of inclination angle are very important factors for the operation of thermosyphon. The maximum heat transfer was obtained when the liquid fill was about 20 to 25 % of the thermosyphon volume. The relatively high rates of heat transfer have been achieved in the thermosyphon with grooves. The helical grooved thermosyphon having 70 to 80 grooves in water, 60 to 70 grooves in methanol and 70 to 80 grooves in ethanol shows the best heat transfer coefficient in both condensation.

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Natural Convection Heat Transfer Past an Outer Rectangular Corner (외부 직각모서리 부근에서의 자연대류 열전달)

  • 신순철;장근식;김승수
    • Transactions of the Korean Society of Mechanical Engineers
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    • v.9 no.5
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    • pp.598-605
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    • 1985
  • Laminar natural convection heat transfer past an outer rectangular corner was experimentally investigated by using Mach-Zehnder interferometer. The present geometry represents the case when the plume from a vertical flat plate and that from a horizontal one merge into a single plume. the temperature distribution and the local heat flux were measured in the range of Grashof number 8 * 10$^{4}$$r_{LH}$ <1.25 * 10$^{6}$ . The effect of the geometric aspect ratio was also considered. Correlation for the average Nusselt number vs. Grashof number was obtained by using a newly determined characteristic length. To determine the interaction of the plumes, the present results were compared with the similarity solutions available from the isolated vertical and isolated horizontal flat plates.

The Case Study on Performance Measurement Weighting for Efficient Value Engineering Study of Sewage Treatment Facliity (하수처리시설의 효율적인 VE수행을 위한 다단계성능평가 분석)

  • Kim, Dongjin;Park, Jaeil;Lee, Jaehun;Lee, Minjae
    • Korean Journal of Construction Engineering and Management
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    • v.17 no.1
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    • pp.40-47
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    • 2016
  • Recently, the demand of sewage treatment facilities have increased by growing the population growth of city and industrialization. However, most of public sewage treatment facilities lack the preparations of design criteria by increasing sewage water amount in the future. In order to respond to this situation, the government has consistently promoted the sewage treatment construction project. This study conducted a survey targeting residents and sewage treatment facilities, civil engineering a VE project professionals for effectively operating the sewage treatment facilities and improving its value to be built in the future. Based on this survey, this study will introduce the list of performance measurements which can not only save cost but also reflect opinion of users and residents. In addition, using Multi-Level Performance Measurement and AHP analyzed the weights of performance measurement which is more objective than existing things for applying efficient VE process

A Study on the Architectural Plan Characteristics of R&D Evaluation Center (R&D평가센터의 건축계획특성에 관한 연구)

  • Im, Yang-Bin
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.20 no.12
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    • pp.816-821
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    • 2019
  • This study shows that it is reasonable for an R&D Information and Evaluation Center to have a building with the fifth floor above the ground and the second floor below the ground. A survey was conducted with 22,655 researchers who are registered in the NRF database. The researchers provided 883 responses. The results indicate that about 56% of the respondents positively support the construction of the NFR R&D Information and Evaluation Center. The survey results show that many respondents recognize that both evaluation and information integration functions among the NRF's roles are very important compared to other roles. The findings of the economic validity analysis support this statement. Based on the current demand for the construction of the R&D Information and Evaluation Center, this study investigates whether it is reasonable to build a new center in the available space while examining an environment focused on a physical work space and looking at significant results obtained through a cost-benefit analysis.

Grading System of Movie Review through the Use of An Appraisal Dictionary and Computation of Semantic Segments (감정어휘 평가사전과 의미마디 연산을 이용한 영화평 등급화 시스템)

  • Ko, Min-Su;Shin, Hyo-Pil
    • Korean Journal of Cognitive Science
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    • v.21 no.4
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    • pp.669-696
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    • 2010
  • Assuming that the whole meaning of a document is a composition of the meanings of each part, this paper proposes to study the automatic grading of movie reviews which contain sentimental expressions. This will be accomplished by calculating the values of semantic segments and performing data classification for each review. The ARSSA(The Automatic Rating System for Sentiment analysis using an Appraisal dictionary) system is an effort to model decision making processes in a manner similar to that of the human mind. This aims to resolve the discontinuity between the numerical ranking and textual rationalization present in the binary structure of the current review rating system: {rate: review}. This model can be realized by performing analysis on the abstract menas extracted from each review. The performance of this system was experimentally calculated by performing a 10-fold Cross-Validation test of 1000 reviews obtained from the Naver Movie site. The system achieved an 85% F1 Score when compared to predefined values using a predefined appraisal dictionary.

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